{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import Overlay\n",
    "导入Overlay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pynq.lib.dma\n",
    "import numpy as np\n",
    "hmol = pynq.Overlay(\"huffman.bit\")\n",
    "\n",
    "dma0 = hmol.axi_dma_0\n",
    "dma1 = hmol.axi_dma_1"
   ]
  },
  {
   "attachments": {
    "Diagram.JPG": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Diagram.JPG](attachment:Diagram.JPG)"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Address%20Editor.JPG](attachment:Address%20Editor.JPG)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Canonical hoffman codes as follows:\n",
    "Canonical霍夫曼编码如下："
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![title](./data/canonical_huffman_flow.jpg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ContiguousArray([1048560,    3016,    2281,       7,    7112,    1992,\n",
       "                   10473,    2055,    1031,    3079,   15850,     519,\n",
       "                    6088,    4040,    6377,   65517,   12267,   14569,\n",
       "                   32234,    1002,    2567,    8136,   17386,  524271,\n",
       "                  131054,      40,    4136,    2088,    6184,    1064,\n",
       "                    9194,    5160,    3112,    1257,   45035,    7208,\n",
       "                    1543,    3591,     552,    9449,     263,    4648,\n",
       "                    2311,    1287,    2600,   25578,    6696,    5353,\n",
       "                    3335,   13545,     775,    2823,    1799,    3847,\n",
       "                    1576,    5672,    3305,   11497,     135,  196589,\n",
       "                    3624,    5098,    7720,   28651,  393198,    2183,\n",
       "                    7401,   15593,     296,    4392,    1159,    2344,\n",
       "                    6440,     745,    3207,    1320,    5416,     647,\n",
       "                    2695,   21482,    3368,    7464,     808,    4904,\n",
       "                    2856,    8937,   13290,    4841,    6952,    1671,\n",
       "                    1832,    3719,     391,   13033,   29674,    5928,\n",
       "                    3880,   61419,    7976,     168,    3050,    2439,\n",
       "                   19434,    1415,    4264,    2793,    2216,    8171,\n",
       "                    3463,    6312,   11242,     903,    2951,    1192,\n",
       "                   10985,   27626,    1927,    5288,    7146,    3240,\n",
       "                    7336,     680,    6889,    4776,    2728,    3975,\n",
       "                    6824,    1704,   23530,   15081,      71,   32748,\n",
       "                    5800,    3752,    7848,   15338,    2119,    1095,\n",
       "                     424,    1769,    4520,    2472,    3143,    9961,\n",
       "                    6568,    5865,     583,   14057,    1448,    5544,\n",
       "                    3817,    2631,    1607,    3496,    7592,    3655,\n",
       "                   98284,     327,     936,   40939,    5032,   12009,\n",
       "                    2375,    2984,    7080,    7913,    1351,   31722,\n",
       "                    2026,    3399,   16105,     839,     489,    8681,\n",
       "                   18410,    1960,    2887,    6056,    4008,    1863,\n",
       "                    4585,   10218, 2097136,   24555,    3911,     199,\n",
       "                   12777,   26602,    8104,  262126,    6122,     104,\n",
       "                    2247,    4200,    2152,   57323,    6248,    2537,\n",
       "                    1128,   10729,    5224,    6633,    3176,    7272,\n",
       "                     616,   22506,    4712,    1223,    2664,    3271,\n",
       "                   14825,    1513,   14314,     711,    6760,    2759,\n",
       "                   30698,    1640,    4074,    5736,    1735,   16363,\n",
       "                    3783,    9705,    5609,     455,    3688,   13801,\n",
       "                    7784,     360,    4456,    2408,    6504,    1384,\n",
       "                    2503,    1479,    5480,    3432,    7528,     872,\n",
       "                   20458,    4968,    2920,    3527,    3561,   11753,\n",
       "                    7016,    1896,    5992,    7657,    3944,   49131,\n",
       "                     967,    8040,     232,    4328], dtype=uint32)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#生成输入数据,并输出结果\n",
    "data = []\n",
    "frequency = np.zeros(256, dtype = np.uint32)\n",
    "with open(\"./data/huffman256.txt\") as f:\n",
    "    for line in f:\n",
    "        data.append(line.split(\"\\n\"))\n",
    "\n",
    "for i in range(256):\n",
    "    frequency[i] = int(data[i][0],16)\n",
    "\n",
    "from pynq import Xlnk\n",
    "xlnk = Xlnk()\n",
    "inputvalue = xlnk.cma_array(shape=(256,), dtype=np.uint16)\n",
    "inputfrequency = xlnk.cma_array(shape=(256,), dtype=np.uint32)\n",
    "encoding_v = xlnk.cma_array(shape=(256,), dtype=np.uint32)\n",
    "num_nonzero_symbol = xlnk.cma_array(shape=(1,), dtype=np.int)\n",
    "\n",
    "\n",
    "for i in range(256):\n",
    "    inputvalue[i] = i\n",
    "    inputfrequency[i] = frequency[i]\n",
    "    \n",
    "\n",
    "dma0.sendchannel.transfer(inputvalue)\n",
    "dma1.sendchannel.transfer(inputfrequency)\n",
    "dma0.recvchannel.transfer(encoding_v)\n",
    "dma1.recvchannel.transfer(num_nonzero_symbol)\n",
    "\n",
    "encoding_v"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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